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.. Copyright (c) 2017, Wolf Vollprecht, Johan Mabille and Sylvain Corlay
Distributed under the terms of the BSD 3-Clause License.
The full license is in the file LICENSE, distributed with this software.
Reference
=========
Defined in ``xtensor-blas/xlinalg.hpp``
The functions here are closely modeled after NumPy's linalg package.
Matrix, vector and tensor products
--------------------------
.. doxygenfunction:: xt::linalg::dot
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::vdot
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::outer
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::matrix_power
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::kron
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::tensordot(const xexpression<T>&, const xexpression<O>&, std::size_t)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::tensordot(const xexpression<T>&, const xexpression<O>&, const std::vector<std::size_t>&, const std::vector<std::size_t>&)
:project: xtensor-blas
Decompositions
--------------
.. doxygenfunction:: xt::linalg::cholesky
:project: xtensor-blas
.. doxygenenum:: xt::linalg::qrmode
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::qr
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::svd
:project: xtensor-blas
Matrix eigenvalues
------------------
.. doxygenfunction:: xt::linalg::eig
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::eigvals
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::eigh(const xexpression<E>&, char)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::eigh(const xexpression<E>&, const xexpression<E>&, const char)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::eigvalsh
:project: xtensor-blas
Norms and other numbers
-----------------------
.. doxygenenum:: xt::linalg::normorder
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::norm(const xexpression<E>&, int)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::norm(const xexpression<E>&, normorder)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::norm(const xexpression<E>&)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::det(const xexpression<E>&)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::slogdet(const xexpression<E>&)
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::matrix_rank
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::trace
:project: xtensor-blas
Solving equations and inverting matrices
----------------------------------------
.. doxygenfunction:: xt::linalg::solve
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::lstsq
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::inv
:project: xtensor-blas
.. doxygenfunction:: xt::linalg::pinv
:project: xtensor-blas
Other
-----
.. doxygenfunction:: xt::linalg::cross
:project: xtensor-blas
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